/resume_ranking_backend

Primary LanguagePython

Resume Ranking Backend

Resume Ranking Backend is built with Django-Rest-Framework and with help of OpenAI Models along with LangChain and Llamma-Index.

About

The backend currently has a single api endpoint which accepts job_role,job_description and a list of files and with help of OpenAI models assigns a relevancy score to each resume and also responds with the details of the recommended resumes

Setting up the Project

  • Make sure you have python installed.
  • Clone the repository to your local machine
 git clone https://github.com/<your-github-username>/resume_ranking_backend.git
  • Change directory to resume_ranking_backend
cd  resume_ranking_backend
  • Create a virtual environment
python -m venv venv
  • Activate the virtual environment (For Windows)
.\venv\scripts\activate
  • Install the dependencies :
pip install -r requirements.txt

  • Configure the .env file by copy pasting the .env.example file and create a new .env file and add your API keys as required

  • To start running project locally:

 python manage.py runserver